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Nguyen N, Piepel GF. Computer-Generated Experimental Designs for Irregular-Shaped Regions. 2005.
Please use this identifier to cite or link to this item: http://e-publications.une.edu.au/1959.11/9803
Computer-Generated Experimental Designs for Irregular-Shaped Regions
This paper focuses on the construction of computer-generated designs on irregularly-shaped, constrained regions. Overviews of the Fedorov exchange algorithm (FEA) and other exchange algorithms for the construction of D-optimal designs are given. A faster implementation of the FEA is presented, which is referred to as fast-FEA (denoted FFEA). The FFEA was applied to construct D-optimal designs for several published examples with constrained experimental regions. Designs resulting from the FFEA are more D-efficient than published designs, and provide benchmarks for future comparisons of design construction algorithms. The construction of G-optimal designs for constrained regions is also discussed and illustrated with a published example.